Whole-study Brain MRI disease classification on UM220K prospective (test)
84.6CystItemizedCLIP
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ItemizedCLIPEvaluation protocol=zero-shot2025.12 | 84.6 | 96.8 | 88.4 | 87 | 91.2 | 94.3 | 88.7 | 95.3 | 85.9 | 92.5 | 89.1 | 90.5 | |
| HLIPEvaluation protocol=zero-shot2025.12 | 77.8 | 87.2 | 77.2 | 91.2 | 88.6 | 86.1 | 80.7 | 85.6 | 81.3 | 89.7 | 77.6 | 83.7 | |
| FullViTEvaluation protocol=zero-shot2025.12 | 76.1 | 89.6 | 76.3 | 93.4 | 88.7 | 81.7 | 76.8 | 88 | 75.4 | 88.3 | 78.5 | 82.7 | |
| PrimaEvaluation protocol=zero-shot2025.12 | 64.4 | 83.2 | 69.7 | 81.6 | 79.9 | 85.7 | 68.7 | 75.2 | 69 | 80.3 | 75.4 | 75.7 |